Vibe codingMediumvc-g286

Subject Ai refactor migrationLevel Mid–Senior~16 minCommon in Code quality & review interviewsIndustries Software development, IT services

Question

You have a gnarly 300-line deployment Bash script and ask an AI agent to rewrite it in Python for maintainability. The Python version runs and does the right thing in a manual test. Before you trust it in CI/CD, what Bash-specific semantics is the agent most likely to have gotten subtly wrong?

What a strong answer looks like

Treat the AI’s output as a draft to verify, not an answer to trust. Name the specific flaw and the input that triggers it, say how you’d catch it — tests, edge cases, reading critically — and how you’d re-prompt or decompose to get it right.

Learn the concepts

Describe your solution

Vibe coding: describe the solution in plain language (or narrate it) and the coach grades your approach. Generating runnable code from your description is coming next.

Run or narrate your approach, then ask the coach.